The Model Context Protocol (MCP) standard is becoming the default way to expose tools to LLMs in...
How I Built a 12-Tool MCP Server for AI Agents in 4 Hours (and What It Taught Me About 2026 Scraping)
The Model Context Protocol (MCP) standard is becoming the default way to expose tools to LLMs in...
A practical, code-heavy tutorial on building a smart caching layer for LLM API calls. Covers exact-match hashing, semantic similarity caching with embeddings, temperature threshold...
Every AI conversation starts from zero. You explain your architecture. The next day, you explain it...
Diagnose retrieval failures, measure recall as its own metric, and add a cross-encoder reranker to a LangChain + FAISS RAG pipeline.